Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition

Jingjing Xu, Wei Zhou, Zijian Yang +2

Varying-size models are often required to deploy ASR systems under different hardware and/or application constraints such as memory and latency. To avoid redundant training and opt…